A small but realistic implementation of graph-augmented RAG. Documents go through LLM-based entity + relation extraction; the resulting triples live in a SQLite knowledge graph alongside the chunk ...
Ask questions from your own documents — privately, freely, and fully offline. No ChatGPT. No API keys. No data leaving your machine. Just upload a document, ask a question, get an answer. project/ │ ...
Context graphs, graph memory, and ontologies for AI are converging. What does this mean for enterprise AI in 2026?